Run
531365

Run 531365

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 04-03-2016 by Martijn Post
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16824.3542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.1033
UserCPU time millis
56035.5592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
56035.5592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)